{"id":2584,"date":"2026-02-19T19:54:51","date_gmt":"2026-02-19T19:54:51","guid":{"rendered":"https:\/\/deniztuncalp.com\/?p=2584"},"modified":"2026-03-13T14:15:11","modified_gmt":"2026-03-13T14:15:11","slug":"yapay-zekaya-ayak-uydurmak","status":"publish","type":"post","link":"https:\/\/deniztuncalp.com\/?p=2584&lang=tr","title":{"rendered":"Yapay Zekaya Ayak Uydurmak"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">D\u00fcn sabah Zincirlikuyu&#8217;dan metrob\u00fcse binerken herkesin elinde ayn\u0131 \u015fey vard\u0131, telefon. Kimi borsa ekran\u0131na bak\u0131yordu, kimi randevular\u0131n\u0131n saatini ayarl\u0131yordu. Otob\u00fcste yan\u0131mda oturan gen\u00e7, i\u015f g\u00f6r\u00fc\u015fmesi i\u00e7in haz\u0131rlad\u0131\u011f\u0131 sunumu son kez kontrol ediyordu. Bir noktada durdu, ekrana tekrar e\u011fildi. \u015ea\u015fk\u0131nl\u0131\u011f\u0131 y\u00fcz\u00fcnden okunuyordu. Sunumun tasar\u0131m\u0131, metni, hatta sorulabilecek zor sorulara verilecek cevaplar, kulland\u0131\u011f\u0131 GenAI ile birka\u00e7 dakika i\u00e7inde haz\u0131r oluvermi\u015fti.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Birka\u00e7 ay \u00f6ncesine kadar yapay zeka ile didi\u015ferek \u00e7al\u0131\u015f\u0131yorduk. \u015eimdi sadece istedi\u011fimiz sonucu tarif ediyoruz ve g\u00fcnlerce u\u011fra\u015fmam\u0131z gereken bir i\u015f birka\u00e7 dakika i\u00e7inde bitmi\u015f hale geliyor. \u0130nan\u0131lmaz! Ancak, \u00f6zellikle \u00fccretsiz versiyonlar\u0131 kullanan \u00e7o\u011fumuzun zihnindeki yapay zeka h\u00e2l\u00e2 2023\u2019\u00fcn \u00f6zg\u00fcvenli ama yanl\u0131\u015f cevaplar veren hali. Oysa son bir y\u0131lda baz\u0131s\u0131 arada tembellik yapsa da modeller genel olarak daha iyi yazmaya ve daha iyi ak\u0131l y\u00fcr\u00fctmeye ba\u015flad\u0131.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"559\" src=\"https:\/\/deniztuncalp.com\/wp-content\/uploads\/2026\/02\/unnamed-1024x559.jpg\" alt=\"\" class=\"wp-image-4263\" srcset=\"https:\/\/deniztuncalp.com\/wp-content\/uploads\/2026\/02\/unnamed-1024x559.jpg 1024w, https:\/\/deniztuncalp.com\/wp-content\/uploads\/2026\/02\/unnamed-300x164.jpg 300w, https:\/\/deniztuncalp.com\/wp-content\/uploads\/2026\/02\/unnamed-768x419.jpg 768w, https:\/\/deniztuncalp.com\/wp-content\/uploads\/2026\/02\/unnamed.jpg 1408w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u00dcstelik bu iyile\u015fme daha da h\u0131zland\u0131. \u00c7\u00fcnk\u00fc yapay zeka art\u0131k kendisini geli\u015ftirme s\u00fcre\u00e7lerine de yard\u0131m ediyor ve bu da ivmelenmeyi art\u0131r\u0131yor. Yani modeller aras\u0131 yar\u0131\u015fta geli\u015fme h\u0131z\u0131 sadece daha fazla veri, daha fazla para, daha fazla \u00e7ip meselesi olman\u0131n \u00f6tesinde art\u0131k. Yapay zeka \u00f6l\u00e7ekleniyor ve geli\u015ftirilen zeka kendi zekas\u0131n\u0131 geli\u015ftirmeye kat\u0131l\u0131yor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bireyler olarak bizlerin her g\u00fcn, en az bir saatimizi bu ara\u00e7larla ger\u00e7ek i\u015fimizi daha iyi yapmay\u0131 denyimlememiz ve geli\u015fen imkanlar\u0131 her g\u00fcn yeniden ke\u015ffedip becerilerinizi geli\u015ftirmeye devam etmemiz mecburi. Sadece bir raporu daha h\u0131zl\u0131 yazmak de\u011fil mesele. \u0130\u015fimiz hangi k\u0131sm\u0131n\u0131n art\u0131k otomatikle\u015fti\u011fini, hangi k\u0131sm\u0131nda insan\u0131n hesap verebilirli\u011finin ve sorumlulu\u011funda devam edece\u011fini takip etmek gerek.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bir de f\u0131rsat taraf\u0131 var. Mahalledeki k\u00fc\u00e7\u00fck bir i\u015fletmenin bile, daha \u00f6nce yaln\u0131zca b\u00fcy\u00fck \u015firketlerin yapabildi\u011fi analizleri yapabilmesi, bir \u00f6\u011frencinin ki\u015fisel bir e\u011fitmenle \u00e7al\u0131\u015f\u0131r gibi \u00e7al\u0131\u015fabilmesi, bir fikrin prototipe d\u00f6n\u00fc\u015fme maliyetinin d\u00fc\u015fmesi. Yani bu dalga sadece i\u015f ve istihdam\u0131 eksiltmiyor, giri\u015f kap\u0131lar\u0131n\u0131 da a\u00e7\u0131p, rekabeti ve yeni k\u00fc\u00e7\u00fck i\u015fletmeler kurulmas\u0131n\u0131 h\u0131zland\u0131r\u0131yor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Belki de yeni d\u00f6nemin korkutucu istihdam senaryolar\u0131n\u0131n ilac\u0131, herkesin bu yeteneklerle yeni mikro i\u015fletmeler ile eskiden oldu\u011fundan daha b\u00fcy\u00fck \u00f6l\u00e7ekli de\u011ferler \u00fcretebilir hale gelmesi. \u00dcretilen bu yayg\u0131n de\u011ferin kritik kayna\u011f\u0131 GenAI olduk\u00e7a bu de\u011ferin aslan pay\u0131 merkeze transfer edilmeye devam edecek. Bu da b\u00fcy\u00fck sorun.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Devletler, hele T\u00fcrkiye gibi belirli bir \u00f6l\u00e7e\u011fin \u00fcst\u00fcndeki \u00fclkeler kendi GenAI altyap\u0131lar\u0131n\u0131 ne olursa olsun geli\u015ftirmek zorunda. Elektrik ke\u015ffedilmi\u015f, elektrik motoru sanayiye gelmi\u015f ancak elektrik sadece d\u00fcnyada 2-3 \u00fclkede \u00fcretilebiliyor gibi bir senaryonun \u00e7ok daha beteri ile kar\u015f\u0131 kar\u015f\u0131yay\u0131z.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bilgi ve beceri olarak YZ insan\u0131 \u00e7oktan ve b\u00fcy\u00fck \u00f6l\u00e7\u00fcde ge\u00e7ti. Kalan alanlar varsa onlarda da k\u0131sa zamanda ge\u00e7ecek. \u0130nsanlar\u0131n \u015firketlerini, e\u011fitimini ve adalet duygusunu bu h\u0131za ayak uydurmas\u0131 ve \u00fclkelerin k\u00fcresel ba\u011f\u0131ml\u0131l\u0131k ili\u015fkisini y\u00f6netmeleri yeni d\u00f6nemin temel meseleleri.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>D\u00fcn sabah Zincirlikuyu&#8217;dan metrob\u00fcse binerken herkesin elinde ayn\u0131 \u015fey vard\u0131, telefon. Kimi borsa ekran\u0131na bak\u0131yordu, kimi randevular\u0131n\u0131n saatini ayarl\u0131yordu. Otob\u00fcste yan\u0131mda oturan gen\u00e7, i\u015f g\u00f6r\u00fc\u015fmesi i\u00e7in haz\u0131rlad\u0131\u011f\u0131 sunumu son kez kontrol ediyordu. Bir noktada durdu, ekrana tekrar e\u011fildi. \u015ea\u015fk\u0131nl\u0131\u011f\u0131 y\u00fcz\u00fcnden okunuyordu. Sunumun tasar\u0131m\u0131, metni, hatta sorulabilecek zor sorulara verilecek cevaplar, kulland\u0131\u011f\u0131 GenAI ile birka\u00e7 dakika [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":4260,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[31],"tags":[],"class_list":["post-2584","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-yz"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Yapay Zekaya Ayak Uydurmak - DenizTuncalp.com<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/deniztuncalp.com\/?p=2584&lang=tr\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Yapay Zekaya Ayak Uydurmak - DenizTuncalp.com\" \/>\n<meta property=\"og:description\" content=\"D\u00fcn sabah Zincirlikuyu&#8217;dan metrob\u00fcse binerken herkesin elinde ayn\u0131 \u015fey vard\u0131, telefon. Kimi borsa ekran\u0131na bak\u0131yordu, kimi randevular\u0131n\u0131n saatini ayarl\u0131yordu. Otob\u00fcste yan\u0131mda oturan gen\u00e7, i\u015f g\u00f6r\u00fc\u015fmesi i\u00e7in haz\u0131rlad\u0131\u011f\u0131 sunumu son kez kontrol ediyordu. Bir noktada durdu, ekrana tekrar e\u011fildi. \u015ea\u015fk\u0131nl\u0131\u011f\u0131 y\u00fcz\u00fcnden okunuyordu. 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